tensorspace-team/tensorspace

Construct network examples

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#16 opened on Sep 12, 2018

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 (1 comment) (0 reactions) (3 assignees)JavaScript (4,946 stars) (445 forks)batch import
enhancementhelp wanted

Description

More network examples build with Tensorspace, add interesting examples to "examples" folder:

  • Resnet 50
  • Dense net
  • Acgan generative model
  • pix2pix - Picture style transfer
  • Yolo v3-tiny
  • Mobilenet v1
  • Inceptionv3
  • SqueezeNet
  • ...

Contributor guide

Tech stack
javascripttensorflow
Domain
machine learningcontent
Issue type
feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
blocked
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
clear
Prerequisites
JavaScriptTensorspace basicsNeural network architectures
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40
Research direction
The issue asks to add network examples to the 'examples' folder. Review completed examples like ResNet50 and MobileNet v1 to understand the required structure. Choose one of the unchecked models (DenseNet, pix2pix, Yolo v3 tiny, SqueezeNet) and implement it. Note that three contributors are already assigned, so check their progress or consider coordinating with them.
Construct network examples · tensorspace-team/tensorspace#16 | Good First Issue